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Constrained Candecomp/Parafac via the Lasso (Q2452353)

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Language	Label	Description	Also known as
English	Constrained Candecomp/Parafac via the Lasso	scientific article

Statements

scholarly article

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Constrained Candecomp/Parafac via the Lasso (English)

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Paolo E. Giordani

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publication date

2 June 2014

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zbMATH Keywords

Candecomp/Parafac

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degeneracy

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Lasso

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orthogonality constraints

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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full work available at URL

https://doi.org/10.1007/s11336-013-9321-9

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Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young'' decomposition

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Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem

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A Simple Estimate of the Condition Number of a Linear System

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Kruskal's Permutation Lemma and the Identification of CANDECOMP/PARAFAC and Bilinear Models with Constant Modulus Constraints

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Convergence of the sequence of parameters generated by alternating least squares algorithms

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On the non-existence of optimal solutions and the occurrence of ``degeneracy'' in the CANDECOMP/PARAFAC model

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Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics

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A best upper bound for the 2-norm condition number of a matrix

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Degeneracy in Candecomp/Parafac explained for \(p\times p\times 2\) arrays of rank \(p+1\) or higher

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Degeneracy in Candecomp/Parafac and Indscal explained for several three-sliced arrays with a two-valued typical rank

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Low-Rank Approximation of Generic $p \timesq \times2$ Arrays and Diverging Components in the Candecomp/Parafac Model

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On uniqueness conditions for Candecomp/Parafac and Indscal with full column rank in one mode

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Sufficient conditions for uniqueness in Candecomp/Parafac and Indscal with random component matrices

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Candecomp/Parafac: From Diverging Components to a Decomposition in Block Terms

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A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic $I\timesJ\times2$ Arrays

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Hadamard products and multivariate statistical analysis

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Explicit Candecomp/Parafac solutions for a contrived 2\(\times 2\times 2\) array of rank three

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A comparison of algorithms for fitting the PARAFAC model

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Identifiers

zbMATH Open document ID

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10.1007/s11336-013-9321-9

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:2452353

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